Dataset statistics
| Number of variables | 24 |
|---|---|
| Number of observations | 36646 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 6.7 MiB |
| Average record size in memory | 192.0 B |
Variable types
| Categorical | 3 |
|---|---|
| Unsupported | 1 |
| Numeric | 20 |
100M et +.1 has constant value "0" | Constant |
Unnamed: 0 has a high cardinality: 36646 distinct values | High cardinality |
Unnamed: 2 has a high cardinality: 104 distinct values | High cardinality |
éligibles is highly correlated with éligibles.1 | High correlation |
3M et + is highly correlated with 3M et +.1 | High correlation |
8M et + is highly correlated with 8M et +.1 | High correlation |
éligibles.1 is highly correlated with éligibles | High correlation |
3M et +.1 is highly correlated with 3M et + | High correlation |
8M et +.1 is highly correlated with 8M et + | High correlation |
éligibles.2 is highly correlated with 3M et +.2 and 3 other fields | High correlation |
3M et +.2 is highly correlated with éligibles.2 and 3 other fields | High correlation |
8M et +.2 is highly correlated with éligibles.2 and 3 other fields | High correlation |
30M et +.2 is highly correlated with éligibles.2 and 3 other fields | High correlation |
100M et +.2 is highly correlated with éligibles.2 and 3 other fields | High correlation |
éligibles.3 is highly correlated with 3M et +.3 and 3 other fields | High correlation |
3M et +.3 is highly correlated with éligibles.3 and 3 other fields | High correlation |
8M et +.3 is highly correlated with éligibles.3 and 3 other fields | High correlation |
30M et +.3 is highly correlated with éligibles.3 and 3 other fields | High correlation |
100M et +.3 is highly correlated with éligibles.3 and 3 other fields | High correlation |
Unnamed: 3 is highly skewed (γ1 = 125.4784865) | Skewed |
Unnamed: 0 is uniformly distributed | Uniform |
Unnamed: 0 has unique values | Unique |
Unnamed: 1 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
3M et + has 4051 (11.1%) zeros | Zeros |
8M et + has 7913 (21.6%) zeros | Zeros |
30M et + has 18350 (50.1%) zeros | Zeros |
100M et + has 33793 (92.2%) zeros | Zeros |
3M et +.1 has 4208 (11.5%) zeros | Zeros |
8M et +.1 has 8278 (22.6%) zeros | Zeros |
30M et +.1 has 19602 (53.5%) zeros | Zeros |
éligibles.2 has 35527 (96.9%) zeros | Zeros |
3M et +.2 has 35527 (96.9%) zeros | Zeros |
8M et +.2 has 35527 (96.9%) zeros | Zeros |
30M et +.2 has 35527 (96.9%) zeros | Zeros |
100M et +.2 has 35643 (97.3%) zeros | Zeros |
éligibles.3 has 34361 (93.8%) zeros | Zeros |
3M et +.3 has 34361 (93.8%) zeros | Zeros |
8M et +.3 has 34361 (93.8%) zeros | Zeros |
30M et +.3 has 34361 (93.8%) zeros | Zeros |
100M et +.3 has 34361 (93.8%) zeros | Zeros |
Reproduction
| Analysis started | 2021-02-18 21:09:41.724791 |
|---|---|
| Analysis finished | 2021-02-18 21:10:25.255625 |
| Duration | 43.53 seconds |
| Software version | pandas-profiling v2.10.0 |
| Download configuration | config.yaml |
| Distinct | 36646 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 286.4 KiB |
| 60375 | 1 |
|---|---|
| 60437 | 1 |
| 52476 | 1 |
| 30100 | 1 |
| 79118 | 1 |
| Other values (36641) |
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 5 |
| Min length | 5 |
Characters and Unicode
| Total characters | 183230 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 36646 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 01001 |
|---|---|
| 2nd row | 01002 |
| 3rd row | 01004 |
| 4th row | 01005 |
| 5th row | 01006 |
| Value | Count | Frequency (%) |
| 60375 | 1 | < 0.1% |
| 60437 | 1 | < 0.1% |
| 52476 | 1 | < 0.1% |
| 30100 | 1 | < 0.1% |
| 79118 | 1 | < 0.1% |
| 13113 | 1 | < 0.1% |
| 43034 | 1 | < 0.1% |
| 53168 | 1 | < 0.1% |
| 83132 | 1 | < 0.1% |
| 39330 | 1 | < 0.1% |
| Other values (36636) | 36636 |
| Value | Count | Frequency (%) |
| 60375 | 1 | < 0.1% |
| 62896 | 1 | < 0.1% |
| 52307 | 1 | < 0.1% |
| 24547 | 1 | < 0.1% |
| 50261 | 1 | < 0.1% |
| 17052 | 1 | < 0.1% |
| 11164 | 1 | < 0.1% |
| 61408 | 1 | < 0.1% |
| 63192 | 1 | < 0.1% |
| 64485 | 1 | < 0.1% |
| Other values (36636) | 36636 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 24306 | |
| 2 | 23657 | |
| 0 | 23284 | |
| 3 | 19369 | |
| 5 | 17728 | |
| 4 | 17481 | |
| 6 | 16386 | |
| 7 | 15676 | |
| 8 | 13853 | |
| 9 | 11130 | |
| Other values (2) | 360 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 182870 | |
| Uppercase Letter | 360 | 0.2% |
Most frequent character per category
| Value | Count | Frequency (%) |
| 1 | 24306 | |
| 2 | 23657 | |
| 0 | 23284 | |
| 3 | 19369 | |
| 5 | 17728 | |
| 4 | 17481 | |
| 6 | 16386 | |
| 7 | 15676 | |
| 8 | 13853 | |
| 9 | 11130 |
| Value | Count | Frequency (%) |
| B | 236 | |
| A | 124 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 182870 | |
| Latin | 360 | 0.2% |
Most frequent character per script
| Value | Count | Frequency (%) |
| 1 | 24306 | |
| 2 | 23657 | |
| 0 | 23284 | |
| 3 | 19369 | |
| 5 | 17728 | |
| 4 | 17481 | |
| 6 | 16386 | |
| 7 | 15676 | |
| 8 | 13853 | |
| 9 | 11130 |
| Value | Count | Frequency (%) |
| B | 236 | |
| A | 124 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 183230 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 1 | 24306 | |
| 2 | 23657 | |
| 0 | 23284 | |
| 3 | 19369 | |
| 5 | 17728 | |
| 4 | 17481 | |
| 6 | 16386 | |
| 7 | 15676 | |
| 8 | 13853 | |
| 9 | 11130 | |
| Other values (2) | 360 | 0.2% |
| Distinct | 104 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 286.4 KiB |
| 62 | 895 |
|---|---|
| 02 | 816 |
| 80 | 782 |
| 76 | 745 |
| 57 | 730 |
| Other values (99) |
Length
| Max length | 3 |
|---|---|
| Median length | 2 |
| Mean length | 2.003629318 |
| Min length | 2 |
Characters and Unicode
| Total characters | 73425 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 01 |
|---|---|
| 2nd row | 01 |
| 3rd row | 01 |
| 4th row | 01 |
| 5th row | 01 |
| Value | Count | Frequency (%) |
| 62 | 895 | 2.4% |
| 02 | 816 | 2.2% |
| 80 | 782 | 2.1% |
| 76 | 745 | 2.0% |
| 57 | 730 | 2.0% |
| 21 | 706 | 1.9% |
| 14 | 705 | 1.9% |
| 60 | 692 | 1.9% |
| 27 | 675 | 1.8% |
| 59 | 650 | 1.8% |
| Other values (94) | 29250 |
| Value | Count | Frequency (%) |
| 62 | 895 | 2.4% |
| 02 | 816 | 2.2% |
| 80 | 782 | 2.1% |
| 76 | 745 | 2.0% |
| 57 | 730 | 2.0% |
| 21 | 706 | 1.9% |
| 14 | 705 | 1.9% |
| 60 | 692 | 1.9% |
| 27 | 675 | 1.8% |
| 59 | 650 | 1.8% |
| Other values (94) | 29250 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 8820 | |
| 1 | 8391 | |
| 5 | 8110 | |
| 7 | 8095 | |
| 6 | 8042 | |
| 0 | 7062 | |
| 3 | 6994 | |
| 8 | 6672 | |
| 4 | 6648 | |
| 9 | 4231 | |
| Other values (2) | 360 | 0.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 73065 | |
| Uppercase Letter | 360 | 0.5% |
Most frequent character per category
| Value | Count | Frequency (%) |
| 2 | 8820 | |
| 1 | 8391 | |
| 5 | 8110 | |
| 7 | 8095 | |
| 6 | 8042 | |
| 0 | 7062 | |
| 3 | 6994 | |
| 8 | 6672 | |
| 4 | 6648 | |
| 9 | 4231 |
| Value | Count | Frequency (%) |
| B | 236 | |
| A | 124 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 73065 | |
| Latin | 360 | 0.5% |
Most frequent character per script
| Value | Count | Frequency (%) |
| 2 | 8820 | |
| 1 | 8391 | |
| 5 | 8110 | |
| 7 | 8095 | |
| 6 | 8042 | |
| 0 | 7062 | |
| 3 | 6994 | |
| 8 | 6672 | |
| 4 | 6648 | |
| 9 | 4231 |
| Value | Count | Frequency (%) |
| B | 236 | |
| A | 124 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 73425 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 2 | 8820 | |
| 1 | 8391 | |
| 5 | 8110 | |
| 7 | 8095 | |
| 6 | 8042 | |
| 0 | 7062 | |
| 3 | 6994 | |
| 8 | 6672 | |
| 4 | 6648 | |
| 9 | 4231 | |
| Other values (2) | 360 | 0.5% |
| Distinct | 4246 |
|---|---|
| Distinct (%) | 11.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1038.543197 |
|---|---|
| Minimum | 0 |
| Maximum | 1761772 |
| Zeros | 2 |
| Zeros (%) | < 0.1% |
| Memory size | 286.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 47 |
| Q1 | 120 |
| median | 248 |
| Q3 | 587 |
| 95-th percentile | 3177.75 |
| Maximum | 1761772 |
| Range | 1761772 |
| Interquartile range (IQR) | 467 |
Descriptive statistics
| Standard deviation | 10743.38235 |
|---|---|
| Coefficient of variation (CV) | 10.34466586 |
| Kurtosis | 19861.93725 |
| Mean | 1038.543197 |
| Median Absolute Deviation (MAD) | 161 |
| Skewness | 125.4784865 |
| Sum | 38058454 |
| Variance | 115420264.4 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 81 | 123 | 0.3% |
| 60 | 122 | 0.3% |
| 88 | 122 | 0.3% |
| 83 | 117 | 0.3% |
| 90 | 116 | 0.3% |
| 52 | 115 | 0.3% |
| 78 | 115 | 0.3% |
| 56 | 114 | 0.3% |
| 70 | 113 | 0.3% |
| 82 | 112 | 0.3% |
| Other values (4236) | 35477 |
| Value | Count | Frequency (%) |
| 0 | 2 | |
| 1 | 1 | < 0.1% |
| 4 | 4 | |
| 5 | 1 | < 0.1% |
| 6 | 2 |
| Value | Count | Frequency (%) |
| 1761772 | 1 | |
| 485362 | 1 | |
| 327383 | 1 | |
| 298754 | 1 | |
| 261913 | 1 |
| Distinct | 742 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.9676065601 |
|---|---|
| Minimum | 0 |
| Maximum | 1 |
| Zeros | 261 |
| Zeros (%) | 0.7% |
| Memory size | 286.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.841 |
| Q1 | 0.995 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.005 |
Descriptive statistics
| Standard deviation | 0.127879942 |
|---|---|
| Coefficient of variation (CV) | 0.1321610944 |
| Kurtosis | 36.77812021 |
| Mean | 0.9676065601 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -5.851331794 |
| Sum | 35458.91 |
| Variance | 0.01635327956 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 25383 | |
| 0.999 | 565 | 1.5% |
| 0.997 | 515 | 1.4% |
| 0.998 | 502 | 1.4% |
| 0.996 | 452 | 1.2% |
| 0.995 | 405 | 1.1% |
| 0.994 | 351 | 1.0% |
| 0.993 | 334 | 0.9% |
| 0.991 | 273 | 0.7% |
| 0.992 | 262 | 0.7% |
| Other values (732) | 7604 | 20.7% |
| Value | Count | Frequency (%) |
| 0 | 261 | |
| 0.004 | 1 | < 0.1% |
| 0.005 | 1 | < 0.1% |
| 0.007 | 2 | < 0.1% |
| 0.008 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 25383 | |
| 0.999 | 565 | 1.5% |
| 0.998 | 502 | 1.4% |
| 0.997 | 515 | 1.4% |
| 0.996 | 452 | 1.2% |
| Distinct | 1001 |
|---|---|
| Distinct (%) | 2.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.6913758391 |
|---|---|
| Minimum | 0 |
| Maximum | 1 |
| Zeros | 4051 |
| Zeros (%) | 11.1% |
| Memory size | 286.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.42325 |
| median | 0.891 |
| Q3 | 0.988 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.56475 |
Descriptive statistics
| Standard deviation | 0.3721253855 |
|---|---|
| Coefficient of variation (CV) | 0.5382389207 |
| Kurtosis | -0.757399475 |
| Mean | 0.6913758391 |
| Median Absolute Deviation (MAD) | 0.109 |
| Skewness | -0.9398393482 |
| Sum | 25336.159 |
| Variance | 0.1384773025 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 5724 | 15.6% |
| 0 | 4051 | 11.1% |
| 0.997 | 358 | 1.0% |
| 0.998 | 356 | 1.0% |
| 0.996 | 330 | 0.9% |
| 0.995 | 325 | 0.9% |
| 0.999 | 313 | 0.9% |
| 0.994 | 295 | 0.8% |
| 0.993 | 285 | 0.8% |
| 0.992 | 262 | 0.7% |
| Other values (991) | 24347 |
| Value | Count | Frequency (%) |
| 0 | 4051 | |
| 0.001 | 3 | < 0.1% |
| 0.002 | 13 | < 0.1% |
| 0.003 | 24 | 0.1% |
| 0.004 | 35 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 5724 | |
| 0.999 | 313 | 0.9% |
| 0.998 | 356 | 1.0% |
| 0.997 | 358 | 1.0% |
| 0.996 | 330 | 0.9% |
| Distinct | 1001 |
|---|---|
| Distinct (%) | 2.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5348155597 |
|---|---|
| Minimum | 0 |
| Maximum | 1 |
| Zeros | 7913 |
| Zeros (%) | 21.6% |
| Memory size | 286.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.02325 |
| median | 0.676 |
| Q3 | 0.932 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.90875 |
Descriptive statistics
| Standard deviation | 0.4063775416 |
|---|---|
| Coefficient of variation (CV) | 0.7598461455 |
| Kurtosis | -1.658953964 |
| Mean | 0.5348155597 |
| Median Absolute Deviation (MAD) | 0.316 |
| Skewness | -0.2553374219 |
| Sum | 19598.851 |
| Variance | 0.1651427063 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 7913 | 21.6% |
| 1 | 2810 | 7.7% |
| 0.995 | 201 | 0.5% |
| 0.997 | 191 | 0.5% |
| 0.993 | 191 | 0.5% |
| 0.998 | 172 | 0.5% |
| 0.994 | 169 | 0.5% |
| 0.996 | 162 | 0.4% |
| 0.992 | 161 | 0.4% |
| 0.999 | 143 | 0.4% |
| Other values (991) | 24533 |
| Value | Count | Frequency (%) |
| 0 | 7913 | |
| 0.001 | 8 | < 0.1% |
| 0.002 | 33 | 0.1% |
| 0.003 | 68 | 0.2% |
| 0.004 | 69 | 0.2% |
| Value | Count | Frequency (%) |
| 1 | 2810 | |
| 0.999 | 143 | 0.4% |
| 0.998 | 172 | 0.5% |
| 0.997 | 191 | 0.5% |
| 0.996 | 162 | 0.4% |
| Distinct | 1001 |
|---|---|
| Distinct (%) | 2.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2406472739 |
|---|---|
| Minimum | 0 |
| Maximum | 1 |
| Zeros | 18350 |
| Zeros (%) | 50.1% |
| Memory size | 286.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.47 |
| 95-th percentile | 0.929 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.47 |
Descriptive statistics
| Standard deviation | 0.3201325868 |
|---|---|
| Coefficient of variation (CV) | 1.330297998 |
| Kurtosis | -0.3587323524 |
| Mean | 0.2406472739 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.017362346 |
| Sum | 8818.76 |
| Variance | 0.1024848732 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 18350 | |
| 1 | 314 | 0.9% |
| 0.006 | 83 | 0.2% |
| 0.003 | 80 | 0.2% |
| 0.005 | 75 | 0.2% |
| 0.007 | 63 | 0.2% |
| 0.008 | 62 | 0.2% |
| 0.009 | 60 | 0.2% |
| 0.002 | 60 | 0.2% |
| 0.004 | 60 | 0.2% |
| Other values (991) | 17439 |
| Value | Count | Frequency (%) |
| 0 | 18350 | |
| 0.001 | 51 | 0.1% |
| 0.002 | 60 | 0.2% |
| 0.003 | 80 | 0.2% |
| 0.004 | 60 | 0.2% |
| Value | Count | Frequency (%) |
| 1 | 314 | |
| 0.999 | 20 | 0.1% |
| 0.998 | 19 | 0.1% |
| 0.997 | 22 | 0.1% |
| 0.996 | 22 | 0.1% |
| Distinct | 859 |
|---|---|
| Distinct (%) | 2.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.04872700977 |
|---|---|
| Minimum | 0 |
| Maximum | 1 |
| Zeros | 33793 |
| Zeros (%) | 92.2% |
| Memory size | 286.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0.54675 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.1926658895 |
|---|---|
| Coefficient of variation (CV) | 3.953985488 |
| Kurtosis | 14.62049878 |
| Mean | 0.04872700977 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.9949053 |
| Sum | 1785.65 |
| Variance | 0.03712014499 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 33793 | |
| 1 | 53 | 0.1% |
| 0.001 | 25 | 0.1% |
| 0.002 | 21 | 0.1% |
| 0.981 | 17 | < 0.1% |
| 0.994 | 17 | < 0.1% |
| 0.999 | 17 | < 0.1% |
| 0.003 | 16 | < 0.1% |
| 0.972 | 15 | < 0.1% |
| 0.986 | 14 | < 0.1% |
| Other values (849) | 2658 | 7.3% |
| Value | Count | Frequency (%) |
| 0 | 33793 | |
| 0.001 | 25 | 0.1% |
| 0.002 | 21 | 0.1% |
| 0.003 | 16 | < 0.1% |
| 0.004 | 11 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 53 | |
| 0.999 | 17 | < 0.1% |
| 0.998 | 12 | < 0.1% |
| 0.997 | 11 | < 0.1% |
| 0.996 | 11 | < 0.1% |
| Distinct | 749 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.9669435409 |
|---|---|
| Minimum | 0 |
| Maximum | 1 |
| Zeros | 267 |
| Zeros (%) | 0.7% |
| Memory size | 286.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.836 |
| Q1 | 0.995 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.005 |
Descriptive statistics
| Standard deviation | 0.1295782678 |
|---|---|
| Coefficient of variation (CV) | 0.1340081012 |
| Kurtosis | 35.69784038 |
| Mean | 0.9669435409 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -5.772849645 |
| Sum | 35434.613 |
| Variance | 0.0167905275 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 25332 | |
| 0.999 | 570 | 1.6% |
| 0.997 | 515 | 1.4% |
| 0.998 | 498 | 1.4% |
| 0.996 | 450 | 1.2% |
| 0.995 | 404 | 1.1% |
| 0.994 | 352 | 1.0% |
| 0.993 | 330 | 0.9% |
| 0.991 | 272 | 0.7% |
| 0 | 267 | 0.7% |
| Other values (739) | 7656 | 20.9% |
| Value | Count | Frequency (%) |
| 0 | 267 | |
| 0.004 | 1 | < 0.1% |
| 0.005 | 1 | < 0.1% |
| 0.007 | 2 | < 0.1% |
| 0.008 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 25332 | |
| 0.999 | 570 | 1.6% |
| 0.998 | 498 | 1.4% |
| 0.997 | 515 | 1.4% |
| 0.996 | 450 | 1.2% |
| Distinct | 1001 |
|---|---|
| Distinct (%) | 2.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.6774981717 |
|---|---|
| Minimum | 0 |
| Maximum | 1 |
| Zeros | 4208 |
| Zeros (%) | 11.5% |
| Memory size | 286.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.374 |
| median | 0.8755 |
| Q3 | 0.985 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.611 |
Descriptive statistics
| Standard deviation | 0.3757549016 |
|---|---|
| Coefficient of variation (CV) | 0.5546212777 |
| Kurtosis | -0.8944526471 |
| Mean | 0.6774981717 |
| Median Absolute Deviation (MAD) | 0.1245 |
| Skewness | -0.8660662376 |
| Sum | 24827.598 |
| Variance | 0.1411917461 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 5573 | 15.2% |
| 0 | 4208 | 11.5% |
| 0.998 | 328 | 0.9% |
| 0.997 | 320 | 0.9% |
| 0.996 | 301 | 0.8% |
| 0.995 | 297 | 0.8% |
| 0.994 | 273 | 0.7% |
| 0.993 | 263 | 0.7% |
| 0.999 | 259 | 0.7% |
| 0.992 | 251 | 0.7% |
| Other values (991) | 24573 |
| Value | Count | Frequency (%) |
| 0 | 4208 | |
| 0.001 | 4 | < 0.1% |
| 0.002 | 17 | < 0.1% |
| 0.003 | 25 | 0.1% |
| 0.004 | 37 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 5573 | |
| 0.999 | 259 | 0.7% |
| 0.998 | 328 | 0.9% |
| 0.997 | 320 | 0.9% |
| 0.996 | 301 | 0.8% |
| Distinct | 1001 |
|---|---|
| Distinct (%) | 2.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5104984446 |
|---|---|
| Minimum | 0 |
| Maximum | 1 |
| Zeros | 8278 |
| Zeros (%) | 22.6% |
| Memory size | 286.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.014 |
| median | 0.618 |
| Q3 | 0.915 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.901 |
Descriptive statistics
| Standard deviation | 0.4054091372 |
|---|---|
| Coefficient of variation (CV) | 0.7941437266 |
| Kurtosis | -1.693928437 |
| Mean | 0.5104984446 |
| Median Absolute Deviation (MAD) | 0.368 |
| Skewness | -0.1543132338 |
| Sum | 18707.726 |
| Variance | 0.1643565685 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 8278 | 22.6% |
| 1 | 2704 | 7.4% |
| 0.995 | 176 | 0.5% |
| 0.993 | 173 | 0.5% |
| 0.997 | 167 | 0.5% |
| 0.994 | 144 | 0.4% |
| 0.998 | 141 | 0.4% |
| 0.992 | 140 | 0.4% |
| 0.996 | 133 | 0.4% |
| 0.989 | 124 | 0.3% |
| Other values (991) | 24466 |
| Value | Count | Frequency (%) |
| 0 | 8278 | |
| 0.001 | 12 | < 0.1% |
| 0.002 | 40 | 0.1% |
| 0.003 | 77 | 0.2% |
| 0.004 | 78 | 0.2% |
| Value | Count | Frequency (%) |
| 1 | 2704 | |
| 0.999 | 104 | 0.3% |
| 0.998 | 141 | 0.4% |
| 0.997 | 167 | 0.5% |
| 0.996 | 133 | 0.4% |
| Distinct | 1000 |
|---|---|
| Distinct (%) | 2.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1970353927 |
|---|---|
| Minimum | 0 |
| Maximum | 1 |
| Zeros | 19602 |
| Zeros (%) | 53.5% |
| Memory size | 286.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.383 |
| 95-th percentile | 0.824 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.383 |
Descriptive statistics
| Standard deviation | 0.2856737063 |
|---|---|
| Coefficient of variation (CV) | 1.449859857 |
| Kurtosis | 0.343162353 |
| Mean | 0.1970353927 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.255330042 |
| Sum | 7220.559 |
| Variance | 0.08160946648 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 19602 | |
| 1 | 254 | 0.7% |
| 0.003 | 90 | 0.2% |
| 0.006 | 89 | 0.2% |
| 0.005 | 78 | 0.2% |
| 0.002 | 73 | 0.2% |
| 0.001 | 72 | 0.2% |
| 0.008 | 71 | 0.2% |
| 0.004 | 70 | 0.2% |
| 0.009 | 69 | 0.2% |
| Other values (990) | 16178 |
| Value | Count | Frequency (%) |
| 0 | 19602 | |
| 0.001 | 72 | 0.2% |
| 0.002 | 73 | 0.2% |
| 0.003 | 90 | 0.2% |
| 0.004 | 70 | 0.2% |
| Value | Count | Frequency (%) |
| 1 | 254 | |
| 0.998 | 2 | < 0.1% |
| 0.997 | 5 | < 0.1% |
| 0.996 | 7 | < 0.1% |
| 0.995 | 21 | 0.1% |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 286.4 KiB |
| 0 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 36646 |
|---|---|
| Distinct characters | 1 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Value | Count | Frequency (%) |
| 0 | 36646 |
| Value | Count | Frequency (%) |
| 0 | 36646 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 36646 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 36646 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 36646 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 36646 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 36646 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 36646 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 36646 |
| Distinct | 456 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.02183206898 |
|---|---|
| Minimum | 0 |
| Maximum | 1 |
| Zeros | 35527 |
| Zeros (%) | 96.9% |
| Memory size | 286.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.1351048095 |
|---|---|
| Coefficient of variation (CV) | 6.188364905 |
| Kurtosis | 38.02063187 |
| Mean | 0.02183206898 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.251729216 |
| Sum | 800.058 |
| Variance | 0.01825330955 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 35527 | |
| 1 | 24 | 0.1% |
| 0.002 | 24 | 0.1% |
| 0.001 | 23 | 0.1% |
| 0.969 | 12 | < 0.1% |
| 0.983 | 11 | < 0.1% |
| 0.981 | 10 | < 0.1% |
| 0.99 | 10 | < 0.1% |
| 0.991 | 10 | < 0.1% |
| 0.975 | 10 | < 0.1% |
| Other values (446) | 985 | 2.7% |
| Value | Count | Frequency (%) |
| 0 | 35527 | |
| 0.001 | 23 | 0.1% |
| 0.002 | 24 | 0.1% |
| 0.003 | 9 | < 0.1% |
| 0.004 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 24 | |
| 0.999 | 8 | < 0.1% |
| 0.998 | 4 | < 0.1% |
| 0.997 | 1 | < 0.1% |
| 0.996 | 6 | < 0.1% |
| Distinct | 456 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.02183206898 |
|---|---|
| Minimum | 0 |
| Maximum | 1 |
| Zeros | 35527 |
| Zeros (%) | 96.9% |
| Memory size | 286.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.1351048095 |
|---|---|
| Coefficient of variation (CV) | 6.188364905 |
| Kurtosis | 38.02063187 |
| Mean | 0.02183206898 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.251729216 |
| Sum | 800.058 |
| Variance | 0.01825330955 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 35527 | |
| 1 | 24 | 0.1% |
| 0.002 | 24 | 0.1% |
| 0.001 | 23 | 0.1% |
| 0.969 | 12 | < 0.1% |
| 0.983 | 11 | < 0.1% |
| 0.981 | 10 | < 0.1% |
| 0.99 | 10 | < 0.1% |
| 0.991 | 10 | < 0.1% |
| 0.975 | 10 | < 0.1% |
| Other values (446) | 985 | 2.7% |
| Value | Count | Frequency (%) |
| 0 | 35527 | |
| 0.001 | 23 | 0.1% |
| 0.002 | 24 | 0.1% |
| 0.003 | 9 | < 0.1% |
| 0.004 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 24 | |
| 0.999 | 8 | < 0.1% |
| 0.998 | 4 | < 0.1% |
| 0.997 | 1 | < 0.1% |
| 0.996 | 6 | < 0.1% |
| Distinct | 456 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.02183206898 |
|---|---|
| Minimum | 0 |
| Maximum | 1 |
| Zeros | 35527 |
| Zeros (%) | 96.9% |
| Memory size | 286.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.1351048095 |
|---|---|
| Coefficient of variation (CV) | 6.188364905 |
| Kurtosis | 38.02063187 |
| Mean | 0.02183206898 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.251729216 |
| Sum | 800.058 |
| Variance | 0.01825330955 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 35527 | |
| 1 | 24 | 0.1% |
| 0.002 | 24 | 0.1% |
| 0.001 | 23 | 0.1% |
| 0.969 | 12 | < 0.1% |
| 0.983 | 11 | < 0.1% |
| 0.981 | 10 | < 0.1% |
| 0.99 | 10 | < 0.1% |
| 0.991 | 10 | < 0.1% |
| 0.975 | 10 | < 0.1% |
| Other values (446) | 985 | 2.7% |
| Value | Count | Frequency (%) |
| 0 | 35527 | |
| 0.001 | 23 | 0.1% |
| 0.002 | 24 | 0.1% |
| 0.003 | 9 | < 0.1% |
| 0.004 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 24 | |
| 0.999 | 8 | < 0.1% |
| 0.998 | 4 | < 0.1% |
| 0.997 | 1 | < 0.1% |
| 0.996 | 6 | < 0.1% |
| Distinct | 456 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.02183206898 |
|---|---|
| Minimum | 0 |
| Maximum | 1 |
| Zeros | 35527 |
| Zeros (%) | 96.9% |
| Memory size | 286.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.1351048095 |
|---|---|
| Coefficient of variation (CV) | 6.188364905 |
| Kurtosis | 38.02063187 |
| Mean | 0.02183206898 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.251729216 |
| Sum | 800.058 |
| Variance | 0.01825330955 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 35527 | |
| 1 | 24 | 0.1% |
| 0.002 | 24 | 0.1% |
| 0.001 | 23 | 0.1% |
| 0.969 | 12 | < 0.1% |
| 0.983 | 11 | < 0.1% |
| 0.981 | 10 | < 0.1% |
| 0.99 | 10 | < 0.1% |
| 0.991 | 10 | < 0.1% |
| 0.975 | 10 | < 0.1% |
| Other values (446) | 985 | 2.7% |
| Value | Count | Frequency (%) |
| 0 | 35527 | |
| 0.001 | 23 | 0.1% |
| 0.002 | 24 | 0.1% |
| 0.003 | 9 | < 0.1% |
| 0.004 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 24 | |
| 0.999 | 8 | < 0.1% |
| 0.998 | 4 | < 0.1% |
| 0.997 | 1 | < 0.1% |
| 0.996 | 6 | < 0.1% |
| Distinct | 443 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.019102576 |
|---|---|
| Minimum | 0 |
| Maximum | 1 |
| Zeros | 35643 |
| Zeros (%) | 97.3% |
| Memory size | 286.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.125983642 |
|---|---|
| Coefficient of variation (CV) | 6.595112724 |
| Kurtosis | 44.07515468 |
| Mean | 0.019102576 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.703412722 |
| Sum | 700.033 |
| Variance | 0.01587187806 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 35643 | |
| 0.002 | 24 | 0.1% |
| 0.001 | 21 | 0.1% |
| 1 | 20 | 0.1% |
| 0.003 | 12 | < 0.1% |
| 0.983 | 9 | < 0.1% |
| 0.99 | 9 | < 0.1% |
| 0.969 | 9 | < 0.1% |
| 0.986 | 9 | < 0.1% |
| 0.925 | 9 | < 0.1% |
| Other values (433) | 881 | 2.4% |
| Value | Count | Frequency (%) |
| 0 | 35643 | |
| 0.001 | 21 | 0.1% |
| 0.002 | 24 | 0.1% |
| 0.003 | 12 | < 0.1% |
| 0.004 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 20 | |
| 0.999 | 7 | < 0.1% |
| 0.998 | 4 | < 0.1% |
| 0.996 | 6 | < 0.1% |
| 0.995 | 1 | < 0.1% |
| Distinct | 854 |
|---|---|
| Distinct (%) | 2.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.03339745129 |
|---|---|
| Minimum | 0 |
| Maximum | 1 |
| Zeros | 34361 |
| Zeros (%) | 93.8% |
| Memory size | 286.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0.156 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.154606052 |
|---|---|
| Coefficient of variation (CV) | 4.629276965 |
| Kurtosis | 23.544453 |
| Mean | 0.03339745129 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.920467655 |
| Sum | 1223.883 |
| Variance | 0.0239030313 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 34361 | |
| 1 | 29 | 0.1% |
| 0.001 | 20 | 0.1% |
| 0.003 | 13 | < 0.1% |
| 0.007 | 11 | < 0.1% |
| 0.004 | 11 | < 0.1% |
| 0.009 | 10 | < 0.1% |
| 0.002 | 9 | < 0.1% |
| 0.885 | 9 | < 0.1% |
| 0.005 | 9 | < 0.1% |
| Other values (844) | 2164 | 5.9% |
| Value | Count | Frequency (%) |
| 0 | 34361 | |
| 0.001 | 20 | 0.1% |
| 0.002 | 9 | < 0.1% |
| 0.003 | 13 | < 0.1% |
| 0.004 | 11 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 29 | |
| 0.999 | 3 | < 0.1% |
| 0.998 | 3 | < 0.1% |
| 0.997 | 3 | < 0.1% |
| 0.996 | 2 | < 0.1% |
| Distinct | 854 |
|---|---|
| Distinct (%) | 2.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.03339745129 |
|---|---|
| Minimum | 0 |
| Maximum | 1 |
| Zeros | 34361 |
| Zeros (%) | 93.8% |
| Memory size | 286.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0.156 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.154606052 |
|---|---|
| Coefficient of variation (CV) | 4.629276965 |
| Kurtosis | 23.544453 |
| Mean | 0.03339745129 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.920467655 |
| Sum | 1223.883 |
| Variance | 0.0239030313 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 34361 | |
| 1 | 29 | 0.1% |
| 0.001 | 20 | 0.1% |
| 0.003 | 13 | < 0.1% |
| 0.007 | 11 | < 0.1% |
| 0.004 | 11 | < 0.1% |
| 0.009 | 10 | < 0.1% |
| 0.002 | 9 | < 0.1% |
| 0.885 | 9 | < 0.1% |
| 0.005 | 9 | < 0.1% |
| Other values (844) | 2164 | 5.9% |
| Value | Count | Frequency (%) |
| 0 | 34361 | |
| 0.001 | 20 | 0.1% |
| 0.002 | 9 | < 0.1% |
| 0.003 | 13 | < 0.1% |
| 0.004 | 11 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 29 | |
| 0.999 | 3 | < 0.1% |
| 0.998 | 3 | < 0.1% |
| 0.997 | 3 | < 0.1% |
| 0.996 | 2 | < 0.1% |
| Distinct | 854 |
|---|---|
| Distinct (%) | 2.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.03339745129 |
|---|---|
| Minimum | 0 |
| Maximum | 1 |
| Zeros | 34361 |
| Zeros (%) | 93.8% |
| Memory size | 286.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0.156 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.154606052 |
|---|---|
| Coefficient of variation (CV) | 4.629276965 |
| Kurtosis | 23.544453 |
| Mean | 0.03339745129 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.920467655 |
| Sum | 1223.883 |
| Variance | 0.0239030313 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 34361 | |
| 1 | 29 | 0.1% |
| 0.001 | 20 | 0.1% |
| 0.003 | 13 | < 0.1% |
| 0.007 | 11 | < 0.1% |
| 0.004 | 11 | < 0.1% |
| 0.009 | 10 | < 0.1% |
| 0.002 | 9 | < 0.1% |
| 0.885 | 9 | < 0.1% |
| 0.005 | 9 | < 0.1% |
| Other values (844) | 2164 | 5.9% |
| Value | Count | Frequency (%) |
| 0 | 34361 | |
| 0.001 | 20 | 0.1% |
| 0.002 | 9 | < 0.1% |
| 0.003 | 13 | < 0.1% |
| 0.004 | 11 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 29 | |
| 0.999 | 3 | < 0.1% |
| 0.998 | 3 | < 0.1% |
| 0.997 | 3 | < 0.1% |
| 0.996 | 2 | < 0.1% |
| Distinct | 854 |
|---|---|
| Distinct (%) | 2.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.03339745129 |
|---|---|
| Minimum | 0 |
| Maximum | 1 |
| Zeros | 34361 |
| Zeros (%) | 93.8% |
| Memory size | 286.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0.156 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.154606052 |
|---|---|
| Coefficient of variation (CV) | 4.629276965 |
| Kurtosis | 23.544453 |
| Mean | 0.03339745129 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.920467655 |
| Sum | 1223.883 |
| Variance | 0.0239030313 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 34361 | |
| 1 | 29 | 0.1% |
| 0.001 | 20 | 0.1% |
| 0.003 | 13 | < 0.1% |
| 0.007 | 11 | < 0.1% |
| 0.004 | 11 | < 0.1% |
| 0.009 | 10 | < 0.1% |
| 0.002 | 9 | < 0.1% |
| 0.885 | 9 | < 0.1% |
| 0.005 | 9 | < 0.1% |
| Other values (844) | 2164 | 5.9% |
| Value | Count | Frequency (%) |
| 0 | 34361 | |
| 0.001 | 20 | 0.1% |
| 0.002 | 9 | < 0.1% |
| 0.003 | 13 | < 0.1% |
| 0.004 | 11 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 29 | |
| 0.999 | 3 | < 0.1% |
| 0.998 | 3 | < 0.1% |
| 0.997 | 3 | < 0.1% |
| 0.996 | 2 | < 0.1% |
| Distinct | 854 |
|---|---|
| Distinct (%) | 2.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.03339745129 |
|---|---|
| Minimum | 0 |
| Maximum | 1 |
| Zeros | 34361 |
| Zeros (%) | 93.8% |
| Memory size | 286.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0.156 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.154606052 |
|---|---|
| Coefficient of variation (CV) | 4.629276965 |
| Kurtosis | 23.544453 |
| Mean | 0.03339745129 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.920467655 |
| Sum | 1223.883 |
| Variance | 0.0239030313 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 34361 | |
| 1 | 29 | 0.1% |
| 0.001 | 20 | 0.1% |
| 0.003 | 13 | < 0.1% |
| 0.007 | 11 | < 0.1% |
| 0.004 | 11 | < 0.1% |
| 0.009 | 10 | < 0.1% |
| 0.002 | 9 | < 0.1% |
| 0.885 | 9 | < 0.1% |
| 0.005 | 9 | < 0.1% |
| Other values (844) | 2164 | 5.9% |
| Value | Count | Frequency (%) |
| 0 | 34361 | |
| 0.001 | 20 | 0.1% |
| 0.002 | 9 | < 0.1% |
| 0.003 | 13 | < 0.1% |
| 0.004 | 11 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 29 | |
| 0.999 | 3 | < 0.1% |
| 0.998 | 3 | < 0.1% |
| 0.997 | 3 | < 0.1% |
| 0.996 | 2 | < 0.1% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| Unnamed: 0 | Unnamed: 1 | Unnamed: 2 | Unnamed: 3 | éligibles | 3M et + | 8M et + | 30M et + | 100M et + | éligibles.1 | 3M et +.1 | 8M et +.1 | 30M et +.1 | 100M et +.1 | éligibles.2 | 3M et +.2 | 8M et +.2 | 30M et +.2 | 100M et +.2 | éligibles.3 | 3M et +.3 | 8M et +.3 | 30M et +.3 | 100M et +.3 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 01001 | L'Abergement-Clémenciat | 01 | 361 | 1.000 | 0.456 | 0.052 | 0.000 | 0.000 | 1.000 | 0.456 | 0.052 | 0.000 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| 1 | 01002 | L'Abergement-de-Varey | 01 | 168 | 0.288 | 0.076 | 0.024 | 0.024 | 0.024 | 0.276 | 0.059 | 0.000 | 0.000 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.024 | 0.024 | 0.024 | 0.024 | 0.024 |
| 2 | 01004 | Ambérieu-en-Bugey | 01 | 7501 | 0.998 | 0.974 | 0.898 | 0.430 | 0.198 | 0.998 | 0.971 | 0.802 | 0.232 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.198 | 0.198 | 0.198 | 0.198 | 0.198 |
| 3 | 01005 | Ambérieux-en-Dombes | 01 | 725 | 1.000 | 0.993 | 0.945 | 0.667 | 0.036 | 1.000 | 0.988 | 0.940 | 0.663 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.036 | 0.036 | 0.036 | 0.036 | 0.036 |
| 4 | 01006 | Ambléon | 01 | 73 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| 5 | 01007 | Ambronay | 01 | 1240 | 0.982 | 0.858 | 0.852 | 0.774 | 0.750 | 0.778 | 0.108 | 0.103 | 0.025 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.750 | 0.750 | 0.750 | 0.750 | 0.750 |
| 6 | 01008 | Ambutrix | 01 | 373 | 1.000 | 0.204 | 0.000 | 0.000 | 0.000 | 1.000 | 0.204 | 0.000 | 0.000 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| 7 | 01009 | Andert-et-Condon | 01 | 199 | 1.000 | 0.616 | 0.584 | 0.000 | 0.000 | 1.000 | 0.616 | 0.584 | 0.000 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| 8 | 01010 | Anglefort | 01 | 596 | 0.964 | 0.933 | 0.933 | 0.933 | 0.933 | 0.770 | 0.000 | 0.000 | 0.000 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.933 | 0.933 | 0.933 | 0.933 | 0.933 |
| 9 | 01011 | Apremont | 01 | 199 | 0.979 | 0.111 | 0.000 | 0.000 | 0.000 | 0.979 | 0.111 | 0.000 | 0.000 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
Last rows
| Unnamed: 0 | Unnamed: 1 | Unnamed: 2 | Unnamed: 3 | éligibles | 3M et + | 8M et + | 30M et + | 100M et + | éligibles.1 | 3M et +.1 | 8M et +.1 | 30M et +.1 | 100M et +.1 | éligibles.2 | 3M et +.2 | 8M et +.2 | 30M et +.2 | 100M et +.2 | éligibles.3 | 3M et +.3 | 8M et +.3 | 30M et +.3 | 100M et +.3 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36636 | 97610 | Koungou | 976 | 6716 | 0.997 | 0.809 | 0.723 | 0.145 | 0.0 | 0.997 | 0.809 | 0.723 | 0.145 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 36637 | 97611 | Mamoudzou | 976 | 16489 | 0.912 | 0.859 | 0.765 | 0.118 | 0.0 | 0.912 | 0.859 | 0.765 | 0.118 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 36638 | 97612 | Mtsamboro | 976 | 2365 | 0.996 | 0.847 | 0.614 | 0.402 | 0.0 | 0.996 | 0.847 | 0.614 | 0.402 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 36639 | 97613 | M'Tsangamouji | 976 | 1827 | 0.999 | 0.938 | 0.923 | 0.130 | 0.0 | 0.999 | 0.938 | 0.923 | 0.130 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 36640 | 97614 | Ouangani | 976 | 2370 | 1.000 | 0.983 | 0.776 | 0.272 | 0.0 | 1.000 | 0.983 | 0.776 | 0.272 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 36641 | 97615 | Pamandzi | 976 | 2670 | 1.000 | 0.998 | 0.994 | 0.564 | 0.0 | 1.000 | 0.998 | 0.994 | 0.564 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 36642 | 97616 | Sada | 976 | 2690 | 0.991 | 0.965 | 0.839 | 0.153 | 0.0 | 0.991 | 0.965 | 0.839 | 0.153 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 36643 | 97617 | Tsingoni | 976 | 3099 | 0.987 | 0.708 | 0.706 | 0.475 | 0.0 | 0.987 | 0.708 | 0.706 | 0.475 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 36644 | 97701 | Saint-Barthélemy | 977 | 4693 | 1.000 | 0.936 | 0.762 | 0.146 | 0.0 | 1.000 | 0.936 | 0.762 | 0.146 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 36645 | 97801 | Saint-Martin | 978 | 16932 | 0.993 | 0.804 | 0.668 | 0.214 | 0.0 | 0.993 | 0.804 | 0.668 | 0.214 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |